{"id":"W2089610163","doi":"10.1191/0961203306lu2282rr","title":"Immunodeficiency in the lupus clinic","year":2006,"lang":"en","type":"review","venue":"Lupus","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Immunology; Systemic lupus erythematosus; Immunodeficiency; Complement deficiency; Immune system; Acquired immune system; Antibody; Humoral immunity; Systemic lupus; Immunity; Complement system; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001132882,0.0007229645,0.0018358,0.0003595786,0.0003881217,0.00006831029,0.001934416,0.001026317,0.0006719493],"category_scores_gemma":[0.00009599222,0.0004548557,0.0009894223,0.0009255432,0.0004487781,0.00009925676,0.0001899819,0.001826432,0.007302323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009865675,"about_ca_system_score_gemma":0.0002685416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002722877,"about_ca_topic_score_gemma":0.00001860333,"domain_scores_codex":[0.9957267,0.001099399,0.001419288,0.0006903329,0.00009738233,0.0009668638],"domain_scores_gemma":[0.9975151,0.0006322495,0.0005315106,0.001285669,0.0000316114,0.000003856175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001465623,0.0005737914,0.00003053652,0.00160965,0.0001170561,0.00003633704,0.0006094119,0.000001081698,0.000008080396,0.0005650023,0.01470858,0.9817258],"study_design_scores_gemma":[0.0005679481,0.00007608977,0.00001817385,0.001819492,0.0003163796,0.0009849101,0.0002930762,1.722256e-7,9.340916e-7,0.0001046293,0.9952837,0.0005345352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006694075,0.9624481,0.000006274933,0.00002967675,0.01507071,0.0009770952,0.00003903492,0.00008753125,0.02127464],"genre_scores_gemma":[0.0004524455,0.9445124,0.000002563916,0.0001160189,0.00001179468,0.0002207589,0.0008359529,0.00005829456,0.05378977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9811913,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205740327215242,"score_gpt":0.3113759301528763,"score_spread":0.2793185268807239,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}